Deep Learning Tutorials

這個程序會幫助你輕鬆學會深度學習。

Deep Learning is a new area of Machine Learning research, which has been introduced with the objective of moving Machine Learning closer to one of its original goals: Artificial Intelligence. This app will help you easily learn Deep Learning.

Features:

- Datasets

- Notation

- A Primer on Supervised Optimization for Deep Learning

- Theano/Python Tips

- The Model

- Defining a Loss Function

- Creating a LogisticRegression class

- Learning the Model

- Testing the model

- Putting it All Together

- Prediction Using a Trained Model

- The Model

- Going from logistic regression to MLP

- Putting it All Together

- Tips and Tricks for training MLPs

- Motivation

- Sparse Connectivity

- Shared Weights

- Details and Notation

- The Convolution Operator

- MaxPooling

- The Full Model: LeNet

- Putting it All Together

- Running the Code

- Tips and Tricks

- Autoencoders

- Denoising Autoencoders

- Putting it All Together & Running the Code

- Stacked Autoencoders

- Putting it all together & Running the Code

- Energy-Based Models (EBM)

- Restricted Boltzmann Machines (RBM)

- Sampling in an RBM

- Implementation &Results...

- More tutorial videos.

- Ability to learn on your own time from anywhere when you can’t access the internet.

-Optimized for most Android supported devices with enhanced graphics and design

(note:all materials from deeplearning.net. if you want ask question, please will send email for me. )

Tag:

Learn Deep Learning, Deep Learning Tutorial Free, How to learn Deep Learning